作者位次 #5/9ACL 2026Poster· Natural Language Processing
PRISM : Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations
Yuhe Wu · Guangyu Wang · Yuran Chen · Jiatong Zhang · Yutong Zhang · Yujie Chen · Jiaming Shang · Guang Zhang · Zhuang Liu
摘要
As large language models (LLMs) evolve from conversational assistants into agents capable of handling complex tasks, they are increasingly deployed in high-risk domains. However, existing benchmarks largely rely on mixed queries and posterior evaluation, output-level scoring, which quantifies hal...